{"id":"W6926433426","doi":"10.25316/ir-18908","title":"The Flagstone V.23:No.8 [August 2018]","year":2018,"lang":"en","type":"other","venue":"VIURRSpace (Vancouver Island University)","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Craft; Parade; Studio; Dance; Amateur; Performance art; Porch; Chapel; Piano","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009123259,0.0005978634,0.0003283228,0.0005539582,0.006506868,0.003962509,0.001208157,0.007268959,0.2512214],"category_scores_gemma":[0.003323867,0.0006968168,0.0004469084,0.0005209151,0.0008895488,0.00252674,0.00201634,0.007036343,0.1371203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002753952,"about_ca_system_score_gemma":0.005220297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1097133,"about_ca_topic_score_gemma":0.2530653,"domain_scores_codex":[0.9990645,0.0000763887,0.00003589049,0.0001339029,0.0002564646,0.000432937],"domain_scores_gemma":[0.9991393,0.00009986113,0.00002898333,0.00007754649,0.0004176999,0.0002366288],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008321736,0.00001188936,0.0001694541,0.00001224934,8.044467e-7,0.00004552916,0.00006922534,0.000007121313,0.00003565067,0.004914697,0.9900898,0.004635251],"study_design_scores_gemma":[0.000004622553,0.000005537761,0.0008128451,0.00004806261,0.000001040792,0.00002246259,0.000126119,0.00001005031,0.00002885032,0.0004519097,0.9984826,0.000005838063],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001351911,0.0009778204,0.0002083814,0.01708475,0.004447814,0.0001265808,0.001606661,0.0003592164,0.973837],"genre_scores_gemma":[0.004763091,0.000271055,0.00008813522,0.01674843,0.0004394218,0.0001425745,0.0004592973,0.0001539428,0.976934],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2512214,"threshold_uncertainty_score":0.8404193,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01015896199184079,"score_gpt":0.2242786404676552,"score_spread":0.2141196784758145,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}